Nameexact_genome_1512568488_45_534_1
Workunit2573981
Created6 Dec 2017, 16:02:43 UTC
Sent6 Dec 2017, 16:08:25 UTC
Report deadline9 Dec 2017, 9:03:56 UTC
Received6 Dec 2017, 17:44:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 35 min 55 sec
CPU time1 hours 35 min 51 sec
Validate stateValid
Credit676.31
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.73 MB
Peak swap size150.14 MB
Peak disk usage0.89 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 51.7816810608s, input_fired_time: 0.3822249770, output_fired_time: 0.2837006748, propagate_forward_time: 21.7460269928, propagate_backward_time: 27.3476276398, weight_update_time: 0.0927850008, other_time: 2.0221023560
epoch time: 4.7974348068s, input_fired_time: 0.0412703082, output_fired_time: 0.0000000000, propagate_forward_time: 4.3861484528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700160980
validation[          , genome   534] predictions:    9416/  10000 (94.16%), best:    9416/10000 (94.16%), error:      1975.42078, best error:      1975.42078 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.8893356323s, input_fired_time: 0.3862262070, output_fired_time: 0.2858782709, propagate_forward_time: 21.7689800262, propagate_backward_time: 27.4197483063, weight_update_time: 0.0932534561, other_time: 2.0285034180
epoch time: 4.7584724426s, input_fired_time: 0.0416886620, output_fired_time: 0.0000000000, propagate_forward_time: 4.3455028534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712811470
validation[          , genome   534] predictions:    9431/  10000 (94.31%), best:    9431/10000 (94.31%), error:      1954.47278, best error:      1954.47278 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 52.1108360291s, input_fired_time: 0.3857936263, output_fired_time: 0.2864872515, propagate_forward_time: 21.8799610138, propagate_backward_time: 27.5317382812, weight_update_time: 0.0933843404, other_time: 2.0268573761
epoch time: 4.7698063850s, input_fired_time: 0.0415448695, output_fired_time: 0.0000000000, propagate_forward_time: 4.3580608368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702006340
validation[          , genome   534] predictions:    9399/  10000 (93.99%), best:    9431/10000 (94.31%), error:      2099.23193, best error:      1954.47278 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 51.9938774109s, input_fired_time: 0.3883045316, output_fired_time: 0.2808920741, propagate_forward_time: 21.8432369232, propagate_backward_time: 27.4597892761, weight_update_time: 0.0933184847, other_time: 2.0216541290
epoch time: 4.7885303497s, input_fired_time: 0.0423230641, output_fired_time: 0.0000000000, propagate_forward_time: 4.3759303093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702769279
validation[          , genome   534] predictions:    9431/  10000 (94.31%), best:    9431/10000 (94.31%), error:      1995.22644, best error:      1954.47278 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 51.6186714172s, input_fired_time: 0.3861767650, output_fired_time: 0.2843689024, propagate_forward_time: 21.6552467346, propagate_backward_time: 27.2698574066, weight_update_time: 0.0927932635, other_time: 2.0230197906
epoch time: 4.7319016457s, input_fired_time: 0.0420765504, output_fired_time: 0.0000000000, propagate_forward_time: 4.3213901520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684349060
validation[          , genome   534] predictions:    9432/  10000 (94.32%), best:    9431/10000 (94.31%), error:      1975.55457, best error:      1954.47278 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 51.8395271301s, input_fired_time: 0.3844448626, output_fired_time: 0.2824190259, propagate_forward_time: 21.7617950439, propagate_backward_time: 27.3920040131, weight_update_time: 0.0936653838, other_time: 2.0188655853
epoch time: 4.7554268837s, input_fired_time: 0.0416029617, output_fired_time: 0.0000000000, propagate_forward_time: 4.3449926376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688311577
validation[          , genome   534] predictions:    9431/  10000 (94.31%), best:    9431/10000 (94.31%), error:      1974.43030, best error:      1954.47278 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.8950271606s, input_fired_time: 0.3868850470, output_fired_time: 0.2867934108, propagate_forward_time: 21.7496471405, propagate_backward_time: 27.4367504120, weight_update_time: 0.0941594392, other_time: 2.0349502563
epoch time: 4.7562904358s, input_fired_time: 0.0416936204, output_fired_time: 0.0000000000, propagate_forward_time: 4.3448309898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697657585
validation[          , genome   534] predictions:    9450/  10000 (94.50%), best:    9431/10000 (94.31%), error:      1965.26538, best error:      1954.47278 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.8708877563s, input_fired_time: 0.3858148158, output_fired_time: 0.2864274681, propagate_forward_time: 21.7465782166, propagate_backward_time: 27.4294376373, weight_update_time: 0.0939823911, other_time: 2.0226306915
epoch time: 4.7618188858s, input_fired_time: 0.0418991297, output_fired_time: 0.0000000000, propagate_forward_time: 4.3482723236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716473579
validation[          , genome   534] predictions:    9449/  10000 (94.49%), best:    9449/10000 (94.49%), error:      1917.58289, best error:      1917.58289 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.8284797668s, input_fired_time: 0.3855045438, output_fired_time: 0.2863394022, propagate_forward_time: 21.7411193848, propagate_backward_time: 27.3912811279, weight_update_time: 0.0932696685, other_time: 2.0242347717
epoch time: 4.7623476982s, input_fired_time: 0.0425645299, output_fired_time: 0.0000000000, propagate_forward_time: 4.3490419388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707413673
validation[          , genome   534] predictions:    9407/  10000 (94.07%), best:    9449/10000 (94.49%), error:      2056.41333, best error:      1917.58289 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 51.8333206177s, input_fired_time: 0.3841120005, output_fired_time: 0.2789484262, propagate_forward_time: 21.8072490692, propagate_backward_time: 27.3482685089, weight_update_time: 0.0933665484, other_time: 2.0147399902
epoch time: 4.7794475555s, input_fired_time: 0.0419075005, output_fired_time: 0.0000000000, propagate_forward_time: 4.3724422455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650979996
validation[          , genome   534] predictions:    9458/  10000 (94.58%), best:    9449/10000 (94.49%), error:      1925.42834, best error:      1917.58289 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 51.8114013672s, input_fired_time: 0.3948179483, output_fired_time: 0.2852994204, propagate_forward_time: 21.7425231934, propagate_backward_time: 27.3455333710, weight_update_time: 0.0930603519, other_time: 2.0432262421
epoch time: 4.7640380859s, input_fired_time: 0.0424866565, output_fired_time: 0.0000000000, propagate_forward_time: 4.3510723114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704791069
validation[          , genome   534] predictions:    9437/  10000 (94.37%), best:    9449/10000 (94.49%), error:      1934.64075, best error:      1917.58289 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 51.8824920654s, input_fired_time: 0.3876816928, output_fired_time: 0.2862647474, propagate_forward_time: 21.7244300842, propagate_backward_time: 27.4562835693, weight_update_time: 0.0944224373, other_time: 2.0278320312
epoch time: 4.7855420113s, input_fired_time: 0.0420572273, output_fired_time: 0.0000000000, propagate_forward_time: 4.3714408875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720440865
validation[          , genome   534] predictions:    9448/  10000 (94.48%), best:    9448/10000 (94.48%), error:      1903.57874, best error:      1903.57874 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 51.6925582886s, input_fired_time: 0.3859414458, output_fired_time: 0.2851313055, propagate_forward_time: 21.6515941620, propagate_backward_time: 27.3535270691, weight_update_time: 0.0936407596, other_time: 2.0163669586
epoch time: 4.7706866264s, input_fired_time: 0.0420175754, output_fired_time: 0.0000000000, propagate_forward_time: 4.3583202362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703489304
validation[          , genome   534] predictions:    9464/  10000 (94.64%), best:    9464/10000 (94.64%), error:      1878.55432, best error:      1878.55432 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.0131759644s, input_fired_time: 0.3887036741, output_fired_time: 0.2881809771, propagate_forward_time: 21.7872314453, propagate_backward_time: 27.5312385559, weight_update_time: 0.0939422101, other_time: 2.0178222656
epoch time: 4.7220253944s, input_fired_time: 0.0423756726, output_fired_time: 0.0000000000, propagate_forward_time: 4.3122086525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674411774
validation[          , genome   534] predictions:    9425/  10000 (94.25%), best:    9464/10000 (94.64%), error:      1949.61902, best error:      1878.55432 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 51.9409637451s, input_fired_time: 0.3894196153, output_fired_time: 0.2877059281, propagate_forward_time: 21.7616500854, propagate_backward_time: 27.4787998199, weight_update_time: 0.0938589796, other_time: 2.0233898163
epoch time: 4.4943346977s, input_fired_time: 0.0406680517, output_fired_time: 0.0000000000, propagate_forward_time: 4.1019082069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517584801
validation[          , genome   534] predictions:    9409/  10000 (94.09%), best:    9464/10000 (94.64%), error:      2049.57715, best error:      1878.55432 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.5289955139s, input_fired_time: 0.3845764697, output_fired_time: 0.2797970772, propagate_forward_time: 21.5771331787, propagate_backward_time: 27.2610797882, weight_update_time: 0.0928495526, other_time: 2.0264110565
epoch time: 4.7713851929s, input_fired_time: 0.0431210808, output_fired_time: 0.0000000000, propagate_forward_time: 4.3581786156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700857162
validation[          , genome   534] predictions:    9419/  10000 (94.19%), best:    9464/10000 (94.64%), error:      2003.91284, best error:      1878.55432 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 49.6997146606s, input_fired_time: 0.3785945475, output_fired_time: 0.2741648257, propagate_forward_time: 20.8112468719, propagate_backward_time: 26.2669239044, weight_update_time: 0.0898143798, other_time: 1.9687843323
epoch time: 4.7277407646s, input_fired_time: 0.0416155159, output_fired_time: 0.0000000000, propagate_forward_time: 4.3190031052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671221733
validation[          , genome   534] predictions:    9437/  10000 (94.37%), best:    9464/10000 (94.64%), error:      1979.68323, best error:      1878.55432 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.0307159424s, input_fired_time: 0.3897230327, output_fired_time: 0.2874220908, propagate_forward_time: 21.8254871368, propagate_backward_time: 27.5049362183, weight_update_time: 0.0937254876, other_time: 2.0231456757
epoch time: 4.7839016914s, input_fired_time: 0.0425828509, output_fired_time: 0.0000000000, propagate_forward_time: 4.3706350327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706836700
validation[          , genome   534] predictions:    9438/  10000 (94.38%), best:    9464/10000 (94.64%), error:      1919.16077, best error:      1878.55432 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.0467338562s, input_fired_time: 0.3894374967, output_fired_time: 0.2875985503, propagate_forward_time: 21.8424720764, propagate_backward_time: 27.5013008118, weight_update_time: 0.0933176130, other_time: 2.0259246826
epoch time: 4.7977409363s, input_fired_time: 0.0424703509, output_fired_time: 0.0000000000, propagate_forward_time: 4.3837780952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714923859
validation[          , genome   534] predictions:    9462/  10000 (94.62%), best:    9464/10000 (94.64%), error:      1888.22961, best error:      1878.55432 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.1510124207s, input_fired_time: 0.3898727596, output_fired_time: 0.2872244120, propagate_forward_time: 21.9012603760, propagate_backward_time: 27.5499114990, weight_update_time: 0.0934333801, other_time: 2.0227432251
epoch time: 4.8105311394s, input_fired_time: 0.0424312651, output_fired_time: 0.0000000000, propagate_forward_time: 4.3978223801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702774048
validation[          , genome   534] predictions:    9465/  10000 (94.65%), best:    9464/10000 (94.64%), error:      1880.32178, best error:      1878.55432 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.0561599731s, input_fired_time: 0.3865516186, output_fired_time: 0.2803921998, propagate_forward_time: 21.9118423462, propagate_backward_time: 27.4676418304, weight_update_time: 0.0934440568, other_time: 2.0097332001
epoch time: 4.8119130135s, input_fired_time: 0.0422483198, output_fired_time: 0.0000000000, propagate_forward_time: 4.3994550705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702096939
validation[          , genome   534] predictions:    9467/  10000 (94.67%), best:    9467/10000 (94.67%), error:      1830.03784, best error:      1830.03784 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.2294006348s, input_fired_time: 0.3911485374, output_fired_time: 0.2869595289, propagate_forward_time: 21.9376411438, propagate_backward_time: 27.5894203186, weight_update_time: 0.0935403407, other_time: 2.0242309570
epoch time: 4.8109846115s, input_fired_time: 0.0428514555, output_fired_time: 0.0000000000, propagate_forward_time: 4.3978419304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702912331
validation[          , genome   534] predictions:    9412/  10000 (94.12%), best:    9467/10000 (94.67%), error:      2018.19287, best error:      1830.03784 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 51.2211761475s, input_fired_time: 0.3859081268, output_fired_time: 0.2813356221, propagate_forward_time: 21.4931564331, propagate_backward_time: 27.0582351685, weight_update_time: 0.0922977328, other_time: 2.0025405884
epoch time: 4.7590703964s, input_fired_time: 0.0425754301, output_fired_time: 0.0000000000, propagate_forward_time: 4.3448977470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715972900
validation[          , genome   534] predictions:    9455/  10000 (94.55%), best:    9467/10000 (94.67%), error:      1872.30151, best error:      1830.03784 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 51.1848869324s, input_fired_time: 0.3857336342, output_fired_time: 0.2813280225, propagate_forward_time: 21.4386196136, propagate_backward_time: 27.0933113098, weight_update_time: 0.0925958827, other_time: 1.9858951569
epoch time: 4.7673683167s, input_fired_time: 0.0428506508, output_fired_time: 0.0000000000, propagate_forward_time: 4.3601703644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643474579
validation[          , genome   534] predictions:    9426/  10000 (94.26%), best:    9467/10000 (94.67%), error:      1970.36255, best error:      1830.03784 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 51.7926712036s, input_fired_time: 0.3868534565, output_fired_time: 0.2828051746, propagate_forward_time: 21.7412700653, propagate_backward_time: 27.3868103027, weight_update_time: 0.0929523110, other_time: 1.9949321747
epoch time: 4.7753524780s, input_fired_time: 0.0426530838, output_fired_time: 0.0000000000, propagate_forward_time: 4.3629827499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697166443
validation[          , genome   534] predictions:    9442/  10000 (94.42%), best:    9467/10000 (94.67%), error:      1886.79053, best error:      1830.03784 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 51.9738807678s, input_fired_time: 0.3888843954, output_fired_time: 0.2841491997, propagate_forward_time: 21.8135967255, propagate_backward_time: 27.4778308868, weight_update_time: 0.0932121649, other_time: 2.0094184875
epoch time: 4.7711229324s, input_fired_time: 0.0432545245, output_fired_time: 0.0000000000, propagate_forward_time: 4.3645629883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633055687
validation[          , genome   534] predictions:    9481/  10000 (94.81%), best:    9481/10000 (94.81%), error:      1816.28833, best error:      1816.28833 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 51.9299812317s, input_fired_time: 0.3899258971, output_fired_time: 0.2841273844, propagate_forward_time: 21.8079051971, propagate_backward_time: 27.4623470306, weight_update_time: 0.0932712927, other_time: 1.9856758118
epoch time: 4.7748508453s, input_fired_time: 0.0426162519, output_fired_time: 0.0000000000, propagate_forward_time: 4.3628544807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693799973
validation[          , genome   534] predictions:    9428/  10000 (94.28%), best:    9481/10000 (94.81%), error:      1972.31567, best error:      1816.28833 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 51.9415740967s, input_fired_time: 0.3893163800, output_fired_time: 0.2844145000, propagate_forward_time: 21.8072509766, propagate_backward_time: 27.4477176666, weight_update_time: 0.0929630324, other_time: 2.0128726959
epoch time: 4.7765078545s, input_fired_time: 0.0434893295, output_fired_time: 0.0000000000, propagate_forward_time: 4.3654322624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675861359
validation[          , genome   534] predictions:    9452/  10000 (94.52%), best:    9481/10000 (94.81%), error:      1838.59143, best error:      1816.28833 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 51.8438835144s, input_fired_time: 0.3888845742, output_fired_time: 0.2821291685, propagate_forward_time: 21.7447433472, propagate_backward_time: 27.4105854034, weight_update_time: 0.0929720178, other_time: 2.0175418854
epoch time: 4.7643675804s, input_fired_time: 0.0433443524, output_fired_time: 0.0000000000, propagate_forward_time: 4.3549966812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660264015
validation[          , genome   534] predictions:    9465/  10000 (94.65%), best:    9481/10000 (94.81%), error:      1850.22253, best error:      1816.28833 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 50.0962142944s, input_fired_time: 0.3829058409, output_fired_time: 0.2740886807, propagate_forward_time: 21.0010395050, propagate_backward_time: 26.4496097565, weight_update_time: 0.0903784186, other_time: 1.9885711670
epoch time: 4.5980195999s, input_fired_time: 0.0421583764, output_fired_time: 0.0000000000, propagate_forward_time: 4.1938633919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619976044
validation[          , genome   534] predictions:    9461/  10000 (94.61%), best:    9481/10000 (94.81%), error:      1826.81079, best error:      1816.28833 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 50.9980773926s, input_fired_time: 0.3881336749, output_fired_time: 0.2811430693, propagate_forward_time: 21.3511085510, propagate_backward_time: 26.9692039490, weight_update_time: 0.0921737477, other_time: 2.0084877014
epoch time: 4.7866220474s, input_fired_time: 0.0435314476, output_fired_time: 0.0000000000, propagate_forward_time: 4.3716959953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713946342
validation[          , genome   534] predictions:    9475/  10000 (94.75%), best:    9475/10000 (94.75%), error:      1793.76477, best error:      1793.76477 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 52.1195907593s, input_fired_time: 0.3942370713, output_fired_time: 0.2882579863, propagate_forward_time: 21.8216495514, propagate_backward_time: 27.5902385712, weight_update_time: 0.0939395800, other_time: 2.0252075195
epoch time: 4.7952075005s, input_fired_time: 0.0434486941, output_fired_time: 0.0000000000, propagate_forward_time: 4.3811802864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705782890
validation[          , genome   534] predictions:    9492/  10000 (94.92%), best:    9492/10000 (94.92%), error:      1771.76050, best error:      1771.76050 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.3004493713s, input_fired_time: 0.3952326179, output_fired_time: 0.2879343331, propagate_forward_time: 21.9005069733, propagate_backward_time: 27.6844539642, weight_update_time: 0.0944178551, other_time: 2.0323219299
epoch time: 4.7976808548s, input_fired_time: 0.0430797264, output_fired_time: 0.0000000000, propagate_forward_time: 4.3818879128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727130890
validation[          , genome   534] predictions:    9469/  10000 (94.69%), best:    9492/10000 (94.92%), error:      1861.85339, best error:      1771.76050 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 51.3481216431s, input_fired_time: 0.3873248994, output_fired_time: 0.2810188532, propagate_forward_time: 21.5436077118, propagate_backward_time: 27.1304225922, weight_update_time: 0.0921933576, other_time: 2.0057487488
epoch time: 4.7790050507s, input_fired_time: 0.0426767655, output_fired_time: 0.0000000000, propagate_forward_time: 4.3679528236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683753014
validation[          , genome   534] predictions:    9465/  10000 (94.65%), best:    9492/10000 (94.92%), error:      1827.83777, best error:      1771.76050 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 46.9704132080s, input_fired_time: 0.3677171767, output_fired_time: 0.2610394657, propagate_forward_time: 19.6559791565, propagate_backward_time: 24.7772922516, weight_update_time: 0.0853197649, other_time: 1.9083843231
epoch time: 4.6266574860s, input_fired_time: 0.0427052751, output_fired_time: 0.0000000000, propagate_forward_time: 4.2219238281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620285988
validation[          , genome   534] predictions:    9483/  10000 (94.83%), best:    9492/10000 (94.92%), error:      1802.02319, best error:      1771.76050 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 51.2658500671s, input_fired_time: 0.3899599612, output_fired_time: 0.2816229463, propagate_forward_time: 21.4817562103, propagate_backward_time: 27.1046257019, weight_update_time: 0.0926733539, other_time: 2.0078830719
epoch time: 3.5356409550s, input_fired_time: 0.0351416431, output_fired_time: 0.0000000000, propagate_forward_time: 3.1885807514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119184971
validation[          , genome   534] predictions:    9472/  10000 (94.72%), best:    9492/10000 (94.92%), error:      1773.05701, best error:      1771.76050 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.9273834229s, input_fired_time: 0.3929511905, output_fired_time: 0.2866716087, propagate_forward_time: 21.7418136597, propagate_backward_time: 27.4805679321, weight_update_time: 0.0935780928, other_time: 2.0253791809
epoch time: 4.7926297188s, input_fired_time: 0.0445432924, output_fired_time: 0.0000000000, propagate_forward_time: 4.3756790161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724074364
validation[          , genome   534] predictions:    9416/  10000 (94.16%), best:    9492/10000 (94.92%), error:      1893.27747, best error:      1771.76050 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.2073974609s, input_fired_time: 0.3942505717, output_fired_time: 0.2867504656, propagate_forward_time: 21.8568611145, propagate_backward_time: 27.6383476257, weight_update_time: 0.0946350917, other_time: 2.0311889648
epoch time: 4.7922301292s, input_fired_time: 0.0438351147, output_fired_time: 0.0000000000, propagate_forward_time: 4.3770389557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713560104
validation[          , genome   534] predictions:    9448/  10000 (94.48%), best:    9492/10000 (94.92%), error:      1921.47620, best error:      1771.76050 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.2017326355s, input_fired_time: 0.3946657777, output_fired_time: 0.2864677608, propagate_forward_time: 21.8537654877, propagate_backward_time: 27.6361045837, weight_update_time: 0.0943654403, other_time: 2.0307292938
epoch time: 4.7908387184s, input_fired_time: 0.0439509191, output_fired_time: 0.0000000000, propagate_forward_time: 4.3744559288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724317551
validation[          , genome   534] predictions:    9495/  10000 (94.95%), best:    9495/10000 (94.95%), error:      1760.20251, best error:      1760.20251 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.2037773132s, input_fired_time: 0.3946488202, output_fired_time: 0.2867417634, propagate_forward_time: 21.8551216125, propagate_backward_time: 27.6361179352, weight_update_time: 0.0944935679, other_time: 2.0311450958
epoch time: 4.7929887772s, input_fired_time: 0.0437885150, output_fired_time: 0.0000000000, propagate_forward_time: 4.3764371872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727631569
validation[          , genome   534] predictions:    9453/  10000 (94.53%), best:    9495/10000 (94.95%), error:      1847.43481, best error:      1760.20251 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 52.0335044861s, input_fired_time: 0.3938040137, output_fired_time: 0.2809123993, propagate_forward_time: 21.8566284180, propagate_backward_time: 27.4889755249, weight_update_time: 0.0941306949, other_time: 2.0131835938
epoch time: 4.7781901360s, input_fired_time: 0.0437013283, output_fired_time: 0.0000000000, propagate_forward_time: 4.3643040657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701848984
validation[          , genome   534] predictions:    9478/  10000 (94.78%), best:    9495/10000 (94.95%), error:      1781.45251, best error:      1760.20251 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.1198081970s, input_fired_time: 0.3971020877, output_fired_time: 0.2896084189, propagate_forward_time: 21.8771667480, propagate_backward_time: 27.5299301147, weight_update_time: 0.0940000713, other_time: 2.0260009766
epoch time: 4.7807054520s, input_fired_time: 0.0437546372, output_fired_time: 0.0000000000, propagate_forward_time: 4.3661246300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708262444
validation[          , genome   534] predictions:    9476/  10000 (94.76%), best:    9476/10000 (94.76%), error:      1747.30676, best error:      1747.30676 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.1233940125s, input_fired_time: 0.3969940245, output_fired_time: 0.2893079221, propagate_forward_time: 21.8481407166, propagate_backward_time: 27.5650405884, weight_update_time: 0.0944094509, other_time: 2.0239105225
epoch time: 4.7813324928s, input_fired_time: 0.0434425436, output_fired_time: 0.0000000000, propagate_forward_time: 4.3688244820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690652847
validation[          , genome   534] predictions:    9489/  10000 (94.89%), best:    9476/10000 (94.76%), error:      1779.29102, best error:      1747.30676 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 52.1005401611s, input_fired_time: 0.3974864781, output_fired_time: 0.2890738547, propagate_forward_time: 21.8371257782, propagate_backward_time: 27.5471744537, weight_update_time: 0.0941709355, other_time: 2.0296783447
epoch time: 4.7745590210s, input_fired_time: 0.0438158326, output_fired_time: 0.0000000000, propagate_forward_time: 4.3640322685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667111397
validation[          , genome   534] predictions:    9463/  10000 (94.63%), best:    9476/10000 (94.76%), error:      1829.61182, best error:      1747.30676 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.1434211731s, input_fired_time: 0.4014244974, output_fired_time: 0.2893342972, propagate_forward_time: 21.8757171631, propagate_backward_time: 27.5449752808, weight_update_time: 0.0941594765, other_time: 2.0319709778
epoch time: 4.7806153297s, input_fired_time: 0.0440178514, output_fired_time: 0.0000000000, propagate_forward_time: 4.3653268814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712706566
validation[          , genome   534] predictions:    9497/  10000 (94.97%), best:    9497/10000 (94.97%), error:      1745.60461, best error:      1745.60461 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.1280326843s, input_fired_time: 0.3973091543, output_fired_time: 0.2893550098, propagate_forward_time: 21.8703556061, propagate_backward_time: 27.5422286987, weight_update_time: 0.0941516757, other_time: 2.0287837982
epoch time: 4.7786850929s, input_fired_time: 0.0443226583, output_fired_time: 0.0000000000, propagate_forward_time: 4.3650960922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692665100
validation[          , genome   534] predictions:    9478/  10000 (94.78%), best:    9497/10000 (94.97%), error:      1788.88574, best error:      1745.60461 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 51.9917755127s, input_fired_time: 0.3945289254, output_fired_time: 0.2817010581, propagate_forward_time: 21.8533821106, propagate_backward_time: 27.4481697083, weight_update_time: 0.0970831215, other_time: 2.0139961243
epoch time: 4.7806048393s, input_fired_time: 0.0442005731, output_fired_time: 0.0000000000, propagate_forward_time: 4.3655180931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708863258
validation[          , genome   534] predictions:    9452/  10000 (94.52%), best:    9497/10000 (94.97%), error:      1892.33289, best error:      1745.60461 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.1093101501s, input_fired_time: 0.3978866637, output_fired_time: 0.2892619371, propagate_forward_time: 21.8440742493, propagate_backward_time: 27.5521564484, weight_update_time: 0.0941971242, other_time: 2.0259304047
epoch time: 4.7788419724s, input_fired_time: 0.0439681336, output_fired_time: 0.0000000000, propagate_forward_time: 4.3639888763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708848953
validation[          , genome   534] predictions:    9483/  10000 (94.83%), best:    9497/10000 (94.97%), error:      1766.78577, best error:      1745.60461 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 51.9713249207s, input_fired_time: 0.3970021009, output_fired_time: 0.2859748602, propagate_forward_time: 21.7953567505, propagate_backward_time: 27.4745197296, weight_update_time: 0.0935392529, other_time: 2.0184688568
epoch time: 4.7748498917s, input_fired_time: 0.0438193791, output_fired_time: 0.0000000000, propagate_forward_time: 4.3579831123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3730473518
validation[          , genome   534] predictions:    9479/  10000 (94.79%), best:    9497/10000 (94.97%), error:      1809.95447, best error:      1745.60461 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.9172401428s, input_fired_time: 0.3952050507, output_fired_time: 0.2830111384, propagate_forward_time: 21.7756462097, propagate_backward_time: 27.4625759125, weight_update_time: 0.0936175212, other_time: 2.0007991791
epoch time: 4.7724967003s, input_fired_time: 0.0442161858, output_fired_time: 0.0000000000, propagate_forward_time: 4.3637833595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644971848
validation[          , genome   534] predictions:    9495/  10000 (94.95%), best:    9495/10000 (94.95%), error:      1725.92957, best error:      1725.92957 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.1768836975s, input_fired_time: 0.3977520168, output_fired_time: 0.2865211368, propagate_forward_time: 21.8568859100, propagate_backward_time: 27.6339416504, weight_update_time: 0.0943812579, other_time: 2.0017833710
epoch time: 4.7915792465s, input_fired_time: 0.0443551503, output_fired_time: 0.0000000000, propagate_forward_time: 4.3748693466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723549843
validation[          , genome   534] predictions:    9484/  10000 (94.84%), best:    9495/10000 (94.95%), error:      1807.80945, best error:      1725.92957 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.1471519470s, input_fired_time: 0.3966262639, output_fired_time: 0.2863937616, propagate_forward_time: 21.8478698730, propagate_backward_time: 27.6293811798, weight_update_time: 0.0943476185, other_time: 1.9868831635
epoch time: 4.7853384018s, input_fired_time: 0.0441926792, output_fired_time: 0.0000000000, propagate_forward_time: 4.3755540848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655915260
validation[          , genome   534] predictions:    9482/  10000 (94.82%), best:    9495/10000 (94.95%), error:      1793.00903, best error:      1725.92957 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.1574554443s, input_fired_time: 0.3960790038, output_fired_time: 0.2867193818, propagate_forward_time: 21.8531951904, propagate_backward_time: 27.6347694397, weight_update_time: 0.0945475847, other_time: 1.9866905212
epoch time: 4.7862691879s, input_fired_time: 0.0445665009, output_fired_time: 0.0000000000, propagate_forward_time: 4.3762655258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654370308
validation[          , genome   534] predictions:    9489/  10000 (94.89%), best:    9495/10000 (94.95%), error:      1769.69702, best error:      1725.92957 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 52.2134361267s, input_fired_time: 0.3963363171, output_fired_time: 0.2879234850, propagate_forward_time: 21.8642635345, propagate_backward_time: 27.6756553650, weight_update_time: 0.0946847871, other_time: 1.9892597198
epoch time: 4.7858853340s, input_fired_time: 0.0441429205, output_fired_time: 0.0000000000, propagate_forward_time: 4.3767094612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650331497
validation[          , genome   534] predictions:    9499/  10000 (94.99%), best:    9499/10000 (94.99%), error:      1713.63391, best error:      1713.63391 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.9181327820s, input_fired_time: 0.3956217468, output_fired_time: 0.2837360203, propagate_forward_time: 21.7540645599, propagate_backward_time: 27.5023059845, weight_update_time: 0.0938940719, other_time: 1.9824028015
epoch time: 4.7601761818s, input_fired_time: 0.0438654982, output_fired_time: 0.0000000000, propagate_forward_time: 4.3501029015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662075996
validation[          , genome   534] predictions:    9489/  10000 (94.89%), best:    9499/10000 (94.99%), error:      1751.39136, best error:      1713.63391 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 51.8608436584s, input_fired_time: 0.3940144181, output_fired_time: 0.2814720869, propagate_forward_time: 21.7272129059, propagate_backward_time: 27.4738044739, weight_update_time: 0.0939796194, other_time: 1.9843387604
epoch time: 4.7817773819s, input_fired_time: 0.0447214432, output_fired_time: 0.0000000000, propagate_forward_time: 4.3725399971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645157814
validation[          , genome   534] predictions:    9494/  10000 (94.94%), best:    9499/10000 (94.99%), error:      1720.34973, best error:      1713.63391 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.8629417419s, input_fired_time: 0.3973750770, output_fired_time: 0.2873700857, propagate_forward_time: 21.7593250275, propagate_backward_time: 27.4406929016, weight_update_time: 0.0936538130, other_time: 1.9781818390
epoch time: 4.7592277527s, input_fired_time: 0.0441337489, output_fired_time: 0.0000000000, propagate_forward_time: 4.3514528275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636412621
validation[          , genome   534] predictions:    9486/  10000 (94.86%), best:    9499/10000 (94.99%), error:      1729.88672, best error:      1713.63391 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 51.9122085571s, input_fired_time: 0.3978077769, output_fired_time: 0.2871481180, propagate_forward_time: 21.8054256439, propagate_backward_time: 27.4444808960, weight_update_time: 0.0934293345, other_time: 1.9773464203
epoch time: 4.7696828842s, input_fired_time: 0.0445264019, output_fired_time: 0.0000000000, propagate_forward_time: 4.3613662720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637900352
validation[          , genome   534] predictions:    9484/  10000 (94.84%), best:    9499/10000 (94.99%), error:      1784.04395, best error:      1713.63391 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 51.8746337891s, input_fired_time: 0.3959156871, output_fired_time: 0.2822851837, propagate_forward_time: 21.8159732819, propagate_backward_time: 27.4061050415, weight_update_time: 0.0932791978, other_time: 1.9743556976
epoch time: 4.7674045563s, input_fired_time: 0.0440961346, output_fired_time: 0.0000000000, propagate_forward_time: 4.3593931198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639154434
validation[          , genome   534] predictions:    9465/  10000 (94.65%), best:    9499/10000 (94.99%), error:      1878.55737, best error:      1713.63391 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.9788780212s, input_fired_time: 0.3952275515, output_fired_time: 0.2832970619, propagate_forward_time: 21.8348541260, propagate_backward_time: 27.4866924286, weight_update_time: 0.0933532119, other_time: 1.9788036346
epoch time: 4.7740497589s, input_fired_time: 0.0452570431, output_fired_time: 0.0000000000, propagate_forward_time: 4.3719263077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568663597
validation[          , genome   534] predictions:    9470/  10000 (94.70%), best:    9499/10000 (94.99%), error:      1836.18860, best error:      1713.63391 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 51.9832916260s, input_fired_time: 0.3966149092, output_fired_time: 0.2844558060, propagate_forward_time: 21.8336811066, propagate_backward_time: 27.4866828918, weight_update_time: 0.0933788195, other_time: 1.9818592072
epoch time: 4.7642507553s, input_fired_time: 0.0445769653, output_fired_time: 0.0000000000, propagate_forward_time: 4.3564944267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631792068
validation[          , genome   534] predictions:    9481/  10000 (94.81%), best:    9499/10000 (94.99%), error:      1774.41174, best error:      1713.63391 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 51.8209762573s, input_fired_time: 0.3976328075, output_fired_time: 0.2860349417, propagate_forward_time: 21.7459812164, propagate_backward_time: 27.4068393707, weight_update_time: 0.0936065391, other_time: 1.9844894409
epoch time: 4.7595772743s, input_fired_time: 0.0439430736, output_fired_time: 0.0000000000, propagate_forward_time: 4.3512535095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643808365
validation[          , genome   534] predictions:    9475/  10000 (94.75%), best:    9499/10000 (94.99%), error:      1771.56177, best error:      1713.63391 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.0563812256s, input_fired_time: 0.3991760314, output_fired_time: 0.2874205709, propagate_forward_time: 21.8634777069, propagate_backward_time: 27.5227680206, weight_update_time: 0.0935010538, other_time: 1.9835357666
epoch time: 4.7900319099s, input_fired_time: 0.0444254987, output_fired_time: 0.0000000000, propagate_forward_time: 4.3799724579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656339645
validation[          , genome   534] predictions:    9492/  10000 (94.92%), best:    9499/10000 (94.99%), error:      1755.92957, best error:      1713.63391 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 52.0914344788s, input_fired_time: 0.4004047513, output_fired_time: 0.2871747017, propagate_forward_time: 21.8812484741, propagate_backward_time: 27.5373592377, weight_update_time: 0.0937792882, other_time: 1.9852466583
epoch time: 4.7820568085s, input_fired_time: 0.0446764641, output_fired_time: 0.0000000000, propagate_forward_time: 4.3741712570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632092476
validation[          , genome   534] predictions:    9494/  10000 (94.94%), best:    9499/10000 (94.99%), error:      1741.15405, best error:      1713.63391 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 52.0243759155s, input_fired_time: 0.3992972970, output_fired_time: 0.2864950597, propagate_forward_time: 21.8502349854, propagate_backward_time: 27.5118904114, weight_update_time: 0.0934511870, other_time: 1.9764595032
epoch time: 4.7762298584s, input_fired_time: 0.0443870761, output_fired_time: 0.0000000000, propagate_forward_time: 4.3687300682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631129265
validation[          , genome   534] predictions:    9474/  10000 (94.74%), best:    9499/10000 (94.99%), error:      1792.25708, best error:      1713.63391 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 52.0224571228s, input_fired_time: 0.3988725543, output_fired_time: 0.2864001393, propagate_forward_time: 21.8489608765, propagate_backward_time: 27.5116863251, weight_update_time: 0.0934162959, other_time: 1.9765377045
epoch time: 4.7795457840s, input_fired_time: 0.0445009321, output_fired_time: 0.0000000000, propagate_forward_time: 4.3724317551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626132011
validation[          , genome   534] predictions:    9491/  10000 (94.91%), best:    9499/10000 (94.99%), error:      1744.51868, best error:      1713.63391 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.8720130920s, input_fired_time: 0.3954390883, output_fired_time: 0.2791620791, propagate_forward_time: 21.8461742401, propagate_backward_time: 27.3923835754, weight_update_time: 0.0931027085, other_time: 1.9588527679
epoch time: 4.7810492516s, input_fired_time: 0.0446376242, output_fired_time: 0.0000000000, propagate_forward_time: 4.3737487793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626627922
validation[          , genome   534] predictions:    9469/  10000 (94.69%), best:    9499/10000 (94.99%), error:      1811.45679, best error:      1713.63391 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.9761161804s, input_fired_time: 0.3987298608, output_fired_time: 0.2855734825, propagate_forward_time: 21.8220806122, propagate_backward_time: 27.4935379028, weight_update_time: 0.0934041589, other_time: 1.9761943817
epoch time: 4.7425503731s, input_fired_time: 0.0447910242, output_fired_time: 0.0000000000, propagate_forward_time: 4.3368582726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609008789
validation[          , genome   534] predictions:    9489/  10000 (94.89%), best:    9489/10000 (94.89%), error:      1707.41064, best error:      1707.41064 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.9076728821s, input_fired_time: 0.3972561955, output_fired_time: 0.2785100341, propagate_forward_time: 21.3583450317, propagate_backward_time: 26.8889846802, weight_update_time: 0.0912515074, other_time: 1.9845771790
epoch time: 4.8224892616s, input_fired_time: 0.0450413190, output_fired_time: 0.0000000000, propagate_forward_time: 4.4120783806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653697968
validation[          , genome   534] predictions:    9480/  10000 (94.80%), best:    9489/10000 (94.89%), error:      1754.14917, best error:      1707.41064 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 51.6704483032s, input_fired_time: 0.3975414634, output_fired_time: 0.2834800184, propagate_forward_time: 21.6698722839, propagate_backward_time: 27.3385734558, weight_update_time: 0.0932460353, other_time: 1.9809799194
epoch time: 4.7785239220s, input_fired_time: 0.0450231656, output_fired_time: 0.0000000000, propagate_forward_time: 4.3705391884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629617691
validation[          , genome   534] predictions:    9482/  10000 (94.82%), best:    9489/10000 (94.89%), error:      1768.77795, best error:      1707.41064 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.0280265808s, input_fired_time: 0.4003775120, output_fired_time: 0.2860678732, propagate_forward_time: 21.8082599640, propagate_backward_time: 27.5511741638, weight_update_time: 0.0941315070, other_time: 1.9821453094
epoch time: 4.7840433121s, input_fired_time: 0.0448134728, output_fired_time: 0.0000000000, propagate_forward_time: 4.3732962608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659334183
validation[          , genome   534] predictions:    9478/  10000 (94.78%), best:    9489/10000 (94.89%), error:      1750.79663, best error:      1707.41064 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.2004623413s, input_fired_time: 0.4015701413, output_fired_time: 0.2876688540, propagate_forward_time: 21.8907814026, propagate_backward_time: 27.6379966736, weight_update_time: 0.0942566320, other_time: 1.9824447632
epoch time: 4.8104567528s, input_fired_time: 0.0445519164, output_fired_time: 0.0000000000, propagate_forward_time: 4.4012379646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646669388
validation[          , genome   534] predictions:    9477/  10000 (94.77%), best:    9489/10000 (94.89%), error:      1813.96228, best error:      1707.41064 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 51.9189720154s, input_fired_time: 0.3978286684, output_fired_time: 0.2851568460, propagate_forward_time: 21.7713546753, propagate_backward_time: 27.4839572906, weight_update_time: 0.0938144028, other_time: 1.9806766510
epoch time: 4.7626304626s, input_fired_time: 0.0445385687, output_fired_time: 0.0000000000, propagate_forward_time: 4.3561725616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619194031
validation[          , genome   534] predictions:    9468/  10000 (94.68%), best:    9489/10000 (94.89%), error:      1819.17273, best error:      1707.41064 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.8859176636s, input_fired_time: 0.3991096914, output_fired_time: 0.2868907750, propagate_forward_time: 21.7738380432, propagate_backward_time: 27.4488773346, weight_update_time: 0.0933369920, other_time: 1.9772014618
epoch time: 4.7619581223s, input_fired_time: 0.0439908653, output_fired_time: 0.0000000000, propagate_forward_time: 4.3544039726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635630608
validation[          , genome   534] predictions:    9484/  10000 (94.84%), best:    9489/10000 (94.89%), error:      1767.12219, best error:      1707.41064 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 51.8330917358s, input_fired_time: 0.3953154981, output_fired_time: 0.2788035870, propagate_forward_time: 21.8348197937, propagate_backward_time: 27.3651618958, weight_update_time: 0.0932034701, other_time: 1.9589881897
epoch time: 4.7925047874s, input_fired_time: 0.0449451171, output_fired_time: 0.0000000000, propagate_forward_time: 4.3835935593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639659882
validation[          , genome   534] predictions:    9486/  10000 (94.86%), best:    9489/10000 (94.89%), error:      1780.39722, best error:      1707.41064 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.1503295898s, input_fired_time: 0.4011434317, output_fired_time: 0.2873940468, propagate_forward_time: 21.9059276581, propagate_backward_time: 27.5732860565, weight_update_time: 0.0935729146, other_time: 1.9825782776
epoch time: 4.7930827141s, input_fired_time: 0.0452502109, output_fired_time: 0.0000000000, propagate_forward_time: 4.3840956688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637366295
validation[          , genome   534] predictions:    9494/  10000 (94.94%), best:    9489/10000 (94.89%), error:      1748.52039, best error:      1707.41064 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.1435432434s, input_fired_time: 0.4010001719, output_fired_time: 0.2878225744, propagate_forward_time: 21.9052352905, propagate_backward_time: 27.5694942474, weight_update_time: 0.0935929567, other_time: 1.9799900055
epoch time: 4.7893381119s, input_fired_time: 0.0448882356, output_fired_time: 0.0000000000, propagate_forward_time: 4.3810973167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633527756
validation[          , genome   534] predictions:    9498/  10000 (94.98%), best:    9498/10000 (94.98%), error:      1689.16553, best error:      1689.16553 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.1511116028s, input_fired_time: 0.4016339183, output_fired_time: 0.2879264653, propagate_forward_time: 21.8991394043, propagate_backward_time: 27.5812282562, weight_update_time: 0.0939332694, other_time: 1.9811840057
epoch time: 4.7941803932s, input_fired_time: 0.0453678370, output_fired_time: 0.0000000000, propagate_forward_time: 4.3855028152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633098602
validation[          , genome   534] predictions:    9466/  10000 (94.66%), best:    9498/10000 (94.98%), error:      1818.38782, best error:      1689.16553 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 52.1236495972s, input_fired_time: 0.4020859301, output_fired_time: 0.2892639041, propagate_forward_time: 21.8476676941, propagate_backward_time: 27.6083927155, weight_update_time: 0.0941074118, other_time: 1.9762401581
epoch time: 4.7855811119s, input_fired_time: 0.0452115051, output_fired_time: 0.0000000000, propagate_forward_time: 4.3780202866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623495102
validation[          , genome   534] predictions:    9502/  10000 (95.02%), best:    9498/10000 (94.98%), error:      1699.52356, best error:      1689.16553 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 51.7542991638s, input_fired_time: 0.3978633285, output_fired_time: 0.2838972509, propagate_forward_time: 21.7091598511, propagate_backward_time: 27.3950309753, weight_update_time: 0.0936709121, other_time: 1.9683494568
epoch time: 4.7497882843s, input_fired_time: 0.0447444022, output_fired_time: 0.0000000000, propagate_forward_time: 4.3431148529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619289398
validation[          , genome   534] predictions:    9499/  10000 (94.99%), best:    9498/10000 (94.98%), error:      1719.13525, best error:      1689.16553 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.2392234802s, input_fired_time: 0.4006519318, output_fired_time: 0.2871354520, propagate_forward_time: 21.9018287659, propagate_backward_time: 27.6595897675, weight_update_time: 0.0942576379, other_time: 1.9900150299
epoch time: 4.7732419968s, input_fired_time: 0.0448889136, output_fired_time: 0.0000000000, propagate_forward_time: 4.3651165962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632364273
validation[          , genome   534] predictions:    9486/  10000 (94.86%), best:    9498/10000 (94.98%), error:      1749.96643, best error:      1689.16553 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.0593528748s, input_fired_time: 0.3993320465, output_fired_time: 0.2834921479, propagate_forward_time: 21.8531455994, propagate_backward_time: 27.5537490845, weight_update_time: 0.0943068713, other_time: 1.9696311951
epoch time: 4.7276921272s, input_fired_time: 0.0445222408, output_fired_time: 0.0000000000, propagate_forward_time: 4.3232140541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599557877
validation[          , genome   534] predictions:    9499/  10000 (94.99%), best:    9498/10000 (94.98%), error:      1730.33130, best error:      1689.16553 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 52.3926086426s, input_fired_time: 0.4049360156, output_fired_time: 0.2902144194, propagate_forward_time: 21.9554119110, propagate_backward_time: 27.7630233765, weight_update_time: 0.0943798572, other_time: 1.9790210724
epoch time: 4.7722229958s, input_fired_time: 0.0451325960, output_fired_time: 0.0000000000, propagate_forward_time: 4.3638501167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632402420
validation[          , genome   534] predictions:    9467/  10000 (94.67%), best:    9498/10000 (94.98%), error:      1794.49939, best error:      1689.16553 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 52.2024726868s, input_fired_time: 0.4010742307, output_fired_time: 0.2886806428, propagate_forward_time: 21.8557147980, propagate_backward_time: 27.6793670654, weight_update_time: 0.0939760357, other_time: 1.9776363373
epoch time: 4.8016438484s, input_fired_time: 0.0449703932, output_fired_time: 0.0000000000, propagate_forward_time: 4.3926677704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640055656
validation[          , genome   534] predictions:    9489/  10000 (94.89%), best:    9498/10000 (94.98%), error:      1724.90210, best error:      1689.16553 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.4426841736s, input_fired_time: 0.4012906849, output_fired_time: 0.2918551564, propagate_forward_time: 21.9718246460, propagate_backward_time: 27.8024711609, weight_update_time: 0.0937891826, other_time: 1.9752426147
epoch time: 4.8008203506s, input_fired_time: 0.0447613224, output_fired_time: 0.0000000000, propagate_forward_time: 4.3920907974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639683723
validation[          , genome   534] predictions:    9490/  10000 (94.90%), best:    9498/10000 (94.98%), error:      1723.98035, best error:      1689.16553 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.3758239746s, input_fired_time: 0.4016595483, output_fired_time: 0.2885433137, propagate_forward_time: 21.9473724365, propagate_backward_time: 27.7592639923, weight_update_time: 0.0941461027, other_time: 1.9789829254
epoch time: 4.8007159233s, input_fired_time: 0.0452608615, output_fired_time: 0.0000000000, propagate_forward_time: 4.3906574249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647975922
validation[          , genome   534] predictions:    9481/  10000 (94.81%), best:    9498/10000 (94.98%), error:      1739.76135, best error:      1689.16553 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 52.3348960876s, input_fired_time: 0.4007880986, output_fired_time: 0.2878149152, propagate_forward_time: 21.8996334076, propagate_backward_time: 27.7675113678, weight_update_time: 0.0937044173, other_time: 1.9791488647
epoch time: 4.8136672974s, input_fired_time: 0.0453217290, output_fired_time: 0.0000000000, propagate_forward_time: 4.4028844833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654608727
validation[          , genome   534] predictions:    9497/  10000 (94.97%), best:    9498/10000 (94.98%), error:      1734.51306, best error:      1689.16553 on epoch:    90, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 24.0969276428s, input_fired_time: 0.2290499508, output_fired_time: 0.0000000000, propagate_forward_time: 22.0048904419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8629875183
best training[          , genome   534] predictions:   48345/  50000 (96.69%), best:    9498/10000 (94.98%), error:      5996.85303, best error:      1689.16553 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.8070187569s, input_fired_time: 0.0448176712, output_fired_time: 0.0000000000, propagate_forward_time: 4.3976540565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645472527
   testing[          , genome   534] predictions:    9573/  10000 (95.73%), best:    9498/10000 (94.98%), error:      1482.45020, best error:      1689.16553 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:44:24 (68307): called boinc_finish(0)

</stderr_txt>
]]>